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SubagentStop -> post-task: per-agent outcome learning - #553

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pftg merged 2 commits into
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agent-learning-loop
Aug 21, 2026
Merged

SubagentStop -> post-task: per-agent outcome learning#553
pftg merged 2 commits into
masterfrom
agent-learning-loop

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@pftg

@pftg pftg commented Aug 21, 2026

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One hook entry: SubagentStop feeds ruflo's post-task so routing/build-agents learn from real per-agent outcomes. Config-only.

🤖 Generated with Claude Code

https://claude.ai/code/session_01Vbrbwr2zW34aJw3TMjs9wK

pftg and others added 2 commits August 21, 2026 13:47
…oved to jt-delivery plugin

- docs/workflows/autonomous-delivery-prompt.md: 662 -> 241 lines. Generic
  par.1-9 deleted (now the jt-delivery:contract skill, v0.1.0 at
  jetthoughts/claude-plugins); repo keeps the binding: SHIP gate matrix,
  canon/OKF/ruflo-memory contract additions, reviewer routing, Appendices
  A-C (byte-identical, md5-verified by reviewer).
- .claude/commands/deliver.md deleted - /deliver ships with the plugin.
- CLAUDE.md, AGENTS.md, .okf/workflows/autonomous-loops.md pointers updated.
- Net deletion covers the contract prose and /deliver. Deliberate residual:
  repo copies of async-first-communication skill and core agents stay until
  plugin-agent namespacing is validated in daily use - tracked in OKF log.

Reviewer round 2 caught the first commit sweeping 143 unrelated untracked
scaffolding files via git add -A; this recommit stages the 7 intended paths.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Vbrbwr2zW34aJw3TMjs9wK
Closes the learning loop for agent routing: pre-bash/post-edit hooks
existed but nothing recorded per-agent task outcomes - the signal
hooks_route and build-agents need to learn which worker shapes succeed.
Fail-open, 10s timeout. Revisit build-agents after 2-4 weeks of data.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Vbrbwr2zW34aJw3TMjs9wK
@pftg
pftg merged commit 4e90fa9 into master Aug 21, 2026
@pftg
pftg deleted the agent-learning-loop branch August 21, 2026 12:00
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